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The evaluation of the lightning performance of overhead distribution lines, usually characterized by a flashover rate, can be a difficult and long task. Due to the random nature of the lightning phenomenon, this evaluation is generally based on statistical calculations. The application of a neural network can shorten and improve the accuracy of the flashover rate calculation. This paper presents a summary of the work performed by the authors to analyze the lightning performance of overhead distribution lines using neural networks.